A comprehensive review of deep learning-based single image super-resolution.
Syed Muhammad Arsalan BashirYi WangMahrukh KhanYilong NiuPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- deep learning
- single image super resolution
- sparse coding
- unsupervised learning
- super resolution
- dictionary learning
- image patches
- weakly supervised
- low resolution
- mental models
- sparse representation
- natural images
- machine learning
- feature selection
- single image
- data sets
- image classification
- higher order
- data points
- reinforcement learning